We Benchmarked Our Extraction Pipeline Four Ways. The Obvious Knobs Lied.

A local 9B model on a consumer GPU vs two hosted flagships, on a real extraction job: completeness, parse failures, invented numbers — and the configuration levers that actually moved quality.

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